How real projects configure their agents

24,692 repositories keep their own agent configuration in the open: a CLAUDE.md, a rules file, instructions for Copilot, a skill the project runs on itself. These are not mods to install. They are worth reading for what they reveal — what a maintainer thinks an agent gets wrong.

Building agents8,442Claude Code6,875Data and AI3,584Git and workflow3,574Backend and APIs3,550Languages3,468Planning3,315Code review2,876Testing2,653DevOps and cloud2,462Writing and docs2,461Memory and context2,373Research2,315Frontend2,301Security2,167Project management1,944

All Claude Code32,436 Codex24,692 OpenCode23,614 GitHub Copilot3,700 Gemini CLI2,016 Cursor1,769 Windsurf202 Kiro113

Project Stars Configures Files Always loaded
mettamatt/code-reasoning A code reasoning MCP server, a fork of sequential-thinking 257 Claude Code, Codex, OpenCode 2 878 tok
Atomic-Mail/atomic-mail-agentic atomicmail.ai Let your agents read, send, and react to email autonomously, without human involvement 257 Codex, OpenCode 1 2,511 tok
ed-donner/tech2ai Code to accompany my course from Software Engineer to AI Data Scientist 257 Claude Code, Codex, OpenCode 2 2,020 tok
dososo/blcaptain-lingjian-video dososo.github.io Generate publish-grade Chinese short videos from one sentence: script, voiceover, visuals, 257 Claude Code, Codex, OpenCode 2 318 tok
memory-graph/memory-graph A graph DB-based MCP memory server for coding agents with intelligent relationship trackin 257 Claude Code, Codex, OpenCode 2 2,572 tok
aethersdr/AetherSDR aethersdr.com Native amateur-radio workstation for FlexRadio (FLEX-6000/8000/Aurora) — Linux, macOS, Win 257 Claude Code, Codex, GitHub Copilot, Gemini CLI, OpenCode 11 7,751 tok
avivsinai/bitbucket-cli Bitbucket CLI with gh-like ergonomics 257 Claude Code, Codex, OpenCode 3 984 tok
sourcey/startup-credits sourcey.com Startup credits, offers and programs on the Sourcey record. Canonical YAML, every entry ci 257 Codex, OpenCode 1 465 tok
blixvip/html-anime blixvip.github.io Turn a scene prompt into a shot sheet, then have a coding agent draw the film in HTML. No 257 Claude Code, Codex, Gemini CLI, OpenCode 3 226 tok
NanmiCoder/skills-agent-proto A Skills Agent built with LangChain 1.0, demonstrating the underlying principles of Anthro 256 Claude Code, Codex, OpenCode 3 1,389 tok
cafe3310/public-agent-skills personal agent skills for better QoL 256 Codex, OpenCode 1 373 tok
Samsung/Tizen.NET Welcome to Tizen .NET 256 Claude Code, Codex 1 —
different-ai/agent-bank zerofinance.ai CLI-first banking for agents 256 Codex, OpenCode 26 3,487 tok
marcus/td A minimalist CLI for tracking tasks across AI coding sessions. 256 Claude Code, Codex, OpenCode 3 2,715 tok
CosminMihuMDC/KtorMonitor cosminmihumdc.github.io Powerful tool to monitor Ktor Client, OkHttp and http4k requests and responses, making it 256 Claude Code, Codex, OpenCode 2 3,521 tok
opensearch-project/security opensearch.org 🔐 Secure your cluster with TLS, numerous authentication backends, data masking, audit log 256 Codex, OpenCode 1 2,320 tok
Ariestar/sivtr sivtr.pages.dev A unified agent memory workspace for human and agent | A unified agent memory workspace 255 Claude Code, Codex, OpenCode 5 6,045 tok
aeroxy/chrome-devtools-cli chrome-devtools.gitlawb.app A high-performance, developer and agent friendly CLI for interacting with Chrome via the D 255 Codex, OpenCode 1 2,216 tok
AfterShip/clickhouse-sql-parser Go library and CLI that parses ClickHouse-dialect SQL into a typed AST. Supports lexing, p 255 Claude Code, Codex, OpenCode 2 1,183 tok
EmpiricaAI/empirica getempirica.com Make AI agents and AI workflows measurably reliable. Epistemic measurement, Noetic RAG, 255 Claude Code, Codex, GitHub Copilot, Cursor, OpenCode 3 6,899 tok
masc-ucsc/livehd Live Hardware Development (LiveHD), a productive infrastructure for Synthesis and Simulati 255 Claude Code, Codex, OpenCode 4 6,151 tok
lcpu-club/wmhpc-training-camp-x-lcpu-ai-infra-seminars infra.seminars.lcpu.dev A repository for the summer AI Infra series of events co-hosted by the Peking University W 255 Claude Code, Codex, OpenCode 2 518 tok
social-media-skills/skills social-media-skills.com 106 social media skills for AI agents - strategy, writing, video, design, platform growth, 255 Claude Code, Codex, OpenCode 2 722 tok
pyth-network/pyth-crosschain pyth.network Crosschain Pyth programs and utilities 255 Claude Code, Codex, OpenCode 2 383 tok
jidouqie/redbeacon bytestaff.jiomig.com RedBeacon | Open-source Skill and installation entry point: connects to local clients to a 254 Claude Code, Codex, OpenCode 13 1,311 tok
andrefigueira/.context A Git-native, AI-optimized documentation system that turns your repo into a living knowled 254 Claude Code, Codex, OpenCode 8 1,429 tok
smthdagg/wificalling-location-gateway Fail-open OpenWrt WLOC location gateway PoC with auditable multi-agent development workflo 254 Codex, OpenCode 1 2,270 tok
yashdev9274/supercli supercodeai.tech The open source harness agent 254 Codex, OpenCode 1 1,750 tok
thisnick/agent-wechat thisnick.github.io A native, open-source WeChat client for desktop, CLI, and AI agents. 254 Claude Code, Codex, OpenCode 2 2,615 tok
danyuchn/pii-guard Traditional Chinese (Taiwan) personal data de-identification tool that allows business doc 254 Claude Code, Codex, OpenCode 3 1,729 tok
hueyexe/opencode-ensemble Agent teams for OpenCode. Run multiple agents in parallel with messaging, shared tasks, an 254 Codex, OpenCode 1 4,885 tok
2SSK/dot-files i3/sway dotfiles 254 Claude Code, Codex 77 —
jackfranklin/dotfiles My dotfiles for my dev environment, compromising of tmux, vim, zsh and git. 253 Claude Code, Codex, OpenCode 2 2,670 tok
Divkix/Alita_Robot alita-docs.divkix.me 🤖 Alita is a Telegram Group management bot made using Gotgbot and Go, which makes it mode 253 Codex, OpenCode 1 2,961 tok
omnirexflora-labs/omnicoreagent docs-omnicoreagent.omnirexfloralabs.com An agent runtime for Python. Give your agent real work. Keep control: every action checked 253 Codex, OpenCode 1 1,120 tok
NVIDIA/nvcf docs.nvidia.com Platform for deploying and routing GPU-accelerated inference, streaming, and batch workloa 253 Claude Code, Codex, OpenCode 2 5,530 tok
DictionLabs/Diction diction.one Open Source self-hosted alternative to WisprFlow - iOS voice AI keyboard 253 Codex, OpenCode 1 4,671 tok
arc-mcp/arc-1 docs.arc-1-mcp.com 253 Claude Code, Codex, OpenCode 12 15,865 tok
habit-hooks/habit-hooks habit-hooks.com Automated quality checks that nudge AI coding agents toward better habits 253 Codex, OpenCode 1 1,277 tok
petrkindlmann/qa-skills qa-skills.com 50 QA and test-automation skills for Claude Code, Codex, Cursor, and any Agent Skills Stan 253 Claude Code, Codex, OpenCode 2 3,558 tok
assafelovic/skyll skyll.app A tool for autonomous agents like OpenClaw to discover and learn skills autonomously 252 Claude Code, Codex 1 —
SCStelz/security-investigator Automated security investigation tool using Microsoft MCP Servers, GitHub Copilot, Python 252 Claude Code, Codex, GitHub Copilot 29 22,159 tok
callstackincubator/agent-react-devtools Gives AI agents access to React DevTools ⚛️🤖 252 Codex, OpenCode 1 148 tok
Khalidabdi1/design-ai 252 Codex, OpenCode 1 337 tok
coollabsio/maxio MaxIO, a better MinIO 252 Claude Code, Codex, OpenCode 2 5,965 tok
Dicklesworthstone/frankensqlite Independent ground-up Rust reimplementation of SQLite with page-level MVCC concurrent writ 252 Codex, OpenCode 1 12,176 tok
murray17/rovai-ai rovai.dev Desktop and web workspace for lasting teams of coding agents, with shared conversations, t 252 Codex, OpenCode 1 622 tok
contextgeneric/cgp contextgeneric.dev Context-Generic Programming: modular programming paradigm for Rust 251 Codex, OpenCode 1 6,111 tok
knowns-dev/knowns knowns.sh The memory layer for AI-native development - giving AI persistent understanding of your so 251 Claude Code, Codex, Gemini CLI, OpenCode 3 1,445 tok
eriktaveras/django-saas-boilerplate djangoblaze.com A modern, production-ready Django boilerplate for building SaaS applications with HTMX, Ta 251 Claude Code, Codex, OpenCode 2 1,705 tok